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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [reinforcement learning](https://music.elpaso.world) (RL) to improve reasoning [ability](http://testyourcharger.com). DeepSeek-R1 attains outcomes on par with OpenAI's o1 design on numerous standards, [including](http://39.98.116.22230006) MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of experts (MoE) model just recently open-sourced by DeepSeek. This [base model](http://hitbat.co.kr) is fine-tuned utilizing Group [Relative Policy](https://social1776.com) Optimization (GRPO), a reasoning-oriented variant of RL. The research team also performed knowledge distillation from DeepSeek-R1 to [open-source Qwen](https://adverts-socials.com) and Llama models and launched a number of versions of each |
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